AI-Powered Risk Intelligence

AI Risk Agent

The AI Risk Agent is a smart AI-powered platform that proactively detects anomalies and high-risk cases across Ministry transactions, enabling smarter inspections, stronger compliance, and faster decisions through real-time risk intelligence.

Anomaly Detection

TRM

Transaction Risk Monitoring

An AI-powered analytics platform designed to detect unusual cases and anomalies within the Ministry's transaction data — including work permits, domestic workers, and employers.

Pre-approval stage
Establishment transactions
Other transactions

Open platform

AI Risk Agent

DRM

Dynamic Risk Matrix

An intelligent decision-support engine using AI and real-time data to continuously assess and prioritize risks. It dynamically generates and updates risk factors monthly based on behavioral patterns, compliance history, sector trends, and regulatory indicators — shifting operations from reactive intervention to proactive prevention.

Targeted inspections
Monthly auto-updates
Proactive prevention

Open platform